Dataset statistics
| Number of variables | 34 |
|---|---|
| Number of observations | 884 |
| Missing cells | 9597 |
| Missing cells (%) | 31.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 915.9 KiB |
| Average record size in memory | 1.0 KiB |
Variable types
| CAT | 24 |
|---|---|
| NUM | 8 |
| UNSUPPORTED | 1 |
| BOOL | 1 |
Reproduction
| Analysis started | 2020-06-21 12:10:18.538239 |
|---|---|
| Analysis finished | 2020-06-21 12:10:39.985700 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
dni has a high cardinality: 858 distinct values | High cardinality |
area_estudio has a high cardinality: 101 distinct values | High cardinality |
titulacion has a high cardinality: 125 distinct values | High cardinality |
institucion_acogida has a high cardinality: 153 distinct values | High cardinality |
practicas_empresa has a high cardinality: 54 distinct values | High cardinality |
practicas_beca is highly correlated with practicas_duracion_meses | High Correlation |
practicas_duracion_meses is highly correlated with practicas_beca | High Correlation |
institucion_acogida has 57 (6.4%) missing values | Missing |
estudios_duracion_meses has 57 (6.4%) missing values | Missing |
estudios_comienzo_mes has 57 (6.4%) missing values | Missing |
estudios_num_creditos_ects has 57 (6.4%) missing values | Missing |
estudios_beca has 57 (6.4%) missing values | Missing |
practicas_pais has 827 (93.6%) missing values | Missing |
practicas_empresa has 827 (93.6%) missing values | Missing |
practicas_empresa_tam has 827 (93.6%) missing values | Missing |
practicas_empresa_tipo has 827 (93.6%) missing values | Missing |
practicas_duracion_meses has 827 (93.6%) missing values | Missing |
practicas_comienzo_mes has 827 (93.6%) missing values | Missing |
practicas_num_creditos_ects has 827 (93.6%) missing values | Missing |
practicas_beca has 827 (93.6%) missing values | Missing |
eilc_sms_beca has 877 (99.2%) missing values | Missing |
eilc_smp_beca has 884 (100.0%) missing values | Missing |
eilc_sms_duracion has 877 (99.2%) missing values | Missing |
estudios_pais has 57 (6.4%) missing values | Missing |
eilc_smp_beca is an unsupported type, check if it needs cleaning or further analysis | Rejected |
| Distinct count | 884 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2116.859728506787 |
|---|---|
| Minimum | 663 |
| Maximum | 3542 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.0 KiB |
Quantile statistics
| Minimum | 663 |
|---|---|
| 5-th percentile | 803.6 |
| Q1 | 1331.75 |
| median | 2117 |
| Q3 | 2893.5 |
| 95-th percentile | 3415.85 |
| Maximum | 3542 |
| Range | 2879 |
| Interquartile range (IQR) | 1561.75 |
Descriptive statistics
| Standard deviation | 868.1467815 |
|---|---|
| Coefficient of variation (CV) | 0.4101106794 |
| Kurtosis | -1.285850559 |
| Mean | 2116.859729 |
| Median Absolute Deviation (MAD) | 757.6447964 |
| Skewness | -0.01393240133 |
| Sum | 1871304 |
| Variance | 753678.8342 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 663. 3542.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2041 | 1 | 0.1% | |
| 2830 | 1 | 0.1% | |
| 803 | 1 | 0.1% | |
| 2847 | 1 | 0.1% | |
| 798 | 1 | 0.1% | |
| 797 | 1 | 0.1% | |
| 2843 | 1 | 0.1% | |
| 2842 | 1 | 0.1% | |
| 2841 | 1 | 0.1% | |
| 2839 | 1 | 0.1% | |
| Other values (874) | 874 | 98.9% |
| Value | Count | Frequency (%) | |
| 663 | 1 | 0.1% | |
| 664 | 1 | 0.1% | |
| 666 | 1 | 0.1% | |
| 667 | 1 | 0.1% | |
| 670 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 3542 | 1 | 0.1% | |
| 3541 | 1 | 0.1% | |
| 3540 | 1 | 0.1% | |
| 3539 | 1 | 0.1% | |
| 3527 | 1 | 0.1% |
curso
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| 2012/2013 | |
|---|---|
| 2010/2011 | |
| 2011/2012 | |
| 2007/2008 | |
| 2009/2010 |
| Value | Count | Frequency (%) | |
| 2012/2013 | 189 | 21.4% | |
| 2010/2011 | 184 | 20.8% | |
| 2011/2012 | 156 | 17.6% | |
| 2007/2008 | 124 | 14.0% | |
| 2009/2010 | 121 | 13.7% | |
| 2008/2009 | 110 | 12.4% |
Length
| Max length | 9 |
|---|---|
| Mean length | 9 |
| Min length | 9 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 7 | 87.5% | |
| Other_Punctuation | 1 | 12.5% |
| Value | Count | Frequency (%) | |
| Common | 8 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 8 | 100.0% |
| Distinct count | 858 |
|---|---|
| Unique (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| d638d7e6aa55b464ea74fe2d9000af0701dac7e01c5fc084b1931511eaa5a93912bac9c41fba88c0aabfcb4c022c2922101464118d18cb6b70791bfd0f869e53 | 2 |
|---|---|
| d776399d18476342f298c4798d26330d1b5cc36e3543a1e58484eb1f200bc2744917f6c79febf8a99b6d82eb03fdb2c6bf1170a693ed92d64cfd295b7b26dbab | 2 |
| 7d4e42573668929aba9a15884dcf52d10c2aa16e229c4bac8fd0cd7a2d3a06ee4039ad40e8b9646ee0696c479d84b5251eb748ae810e4d1891e82236eb0ed4e5 | 2 |
| aa961426d562d7c36c2c70b4d272542a3c8ea630af4ee6036d1cd2b61e720f2a39511dd2d807292621d10eef964bffd643f77ce020484bb65e55af2494dc2032 | 2 |
| 8c6e9b7a47c3478225ef261d8a1058ce518a01ce5124515ec726e6032f3599d66659c139932cfcb90cd665700506399bc37a2afb2be62a543c3bce27b8291a3a | 2 |
| Other values (853) |
| Value | Count | Frequency (%) | |
| d638d7e6aa55b464ea74fe2d9000af0701dac7e01c5fc084b1931511eaa5a93912bac9c41fba88c0aabfcb4c022c2922101464118d18cb6b70791bfd0f869e53 | 2 | 0.2% | |
| d776399d18476342f298c4798d26330d1b5cc36e3543a1e58484eb1f200bc2744917f6c79febf8a99b6d82eb03fdb2c6bf1170a693ed92d64cfd295b7b26dbab | 2 | 0.2% | |
| 7d4e42573668929aba9a15884dcf52d10c2aa16e229c4bac8fd0cd7a2d3a06ee4039ad40e8b9646ee0696c479d84b5251eb748ae810e4d1891e82236eb0ed4e5 | 2 | 0.2% | |
| aa961426d562d7c36c2c70b4d272542a3c8ea630af4ee6036d1cd2b61e720f2a39511dd2d807292621d10eef964bffd643f77ce020484bb65e55af2494dc2032 | 2 | 0.2% | |
| 8c6e9b7a47c3478225ef261d8a1058ce518a01ce5124515ec726e6032f3599d66659c139932cfcb90cd665700506399bc37a2afb2be62a543c3bce27b8291a3a | 2 | 0.2% | |
| db55969ba692a78fe04374c1ab85bf5b02536dc66d5b1425b584af7030ca19f9991255850a6f564663b03b53534f97f2039e0bf797aafc94d1b2a1370cd57e51 | 2 | 0.2% | |
| 86ee3bc0760e9cd7d9115e1d087c21a23fa086bfb73f18eb19c644781fcec10a7d11a32e0807a8c06332be73f593e8299377f3e6c89a3164c8c2875ab75bc9b8 | 2 | 0.2% | |
| 9030fbfbe3f5e88ccdf432098d2de7ed1aa762ec938949dadba143378f554a3f15341603d40d56807c1a2257183f2b3d302c9a718d1067d33fadf4bd146010ee | 2 | 0.2% | |
| e5f018a6cd1e43e588a888801c6364f9e3bfd0852641c6f08608f4be9a750304268e3d98aea0d62bac856fc2321c0e728f4cd3942737ebeef5a7236265dbb570 | 2 | 0.2% | |
| cd88bf85b0a78494a86972a9772df7b6a96b8220b3c2c9b0d56345c5138dba543d2f573c93fdf00319577467481b483b9499c0fe67a94af54d470bbb520518a5 | 2 | 0.2% | |
| Other values (848) | 864 | 97.7% |
Length
| Max length | 128 |
|---|---|
| Mean length | 128 |
| Min length | 128 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 62.5% | |
| Lowercase_Letter | 6 | 37.5% |
| Value | Count | Frequency (%) | |
| Common | 10 | 62.5% | |
| Latin | 6 | 37.5% |
| Value | Count | Frequency (%) | |
| ASCII | 16 | 100.0% |
edad
Real number (ℝ≥0)
| Distinct count | 17 |
|---|---|
| Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.807692307692307 |
|---|---|
| Minimum | 18 |
| Maximum | 39 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.0 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 20 |
| median | 21 |
| Q3 | 23 |
| 95-th percentile | 26 |
| Maximum | 39 |
| Range | 21 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.419088794 |
|---|---|
| Coefficient of variation (CV) | 0.1109282339 |
| Kurtosis | 5.350932347 |
| Mean | 21.80769231 |
| Median Absolute Deviation (MAD) | 1.80290637 |
| Skewness | 1.64364964 |
| Sum | 19278 |
| Variance | 5.851990592 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[18. 18.5 22.5 23.5 25.5 28.5 31.5 39. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 20 | 174 | 19.7% | |
| 22 | 156 | 17.6% | |
| 21 | 152 | 17.2% | |
| 19 | 124 | 14.0% | |
| 23 | 111 | 12.6% | |
| 24 | 61 | 6.9% | |
| 25 | 45 | 5.1% | |
| 26 | 21 | 2.4% | |
| 27 | 11 | 1.2% | |
| 28 | 9 | 1.0% | |
| Other values (7) | 20 | 2.3% |
| Value | Count | Frequency (%) | |
| 18 | 3 | 0.3% | |
| 19 | 124 | 14.0% | |
| 20 | 174 | 19.7% | |
| 21 | 152 | 17.2% | |
| 22 | 156 | 17.6% |
| Value | Count | Frequency (%) | |
| 39 | 1 | 0.1% | |
| 36 | 1 | 0.1% | |
| 32 | 2 | 0.2% | |
| 31 | 3 | 0.3% | |
| 30 | 5 | 0.6% |
sexo
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| H | |
|---|---|
| M |
| Value | Count | Frequency (%) | |
| H | 459 | 51.9% | |
| M | 425 | 48.1% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 2 | 100.0% |
nacionalidad
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| ES | |
|---|---|
| RO | 1 |
| Value | Count | Frequency (%) | |
| ES | 883 | 99.9% | |
| RO | 1 | 0.1% |
Length
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 4 | 100.0% |
| Distinct count | 101 |
|---|---|
| Unique (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| 34 - Administración de empresas | 117 |
|---|---|
| 222 - Idiomas y Filología | 54 |
| 1 - Educación | 42 |
| 813 - Deportes | 42 |
| 32 - Periodismo e información | 35 |
| Other values (96) |
| Value | Count | Frequency (%) | |
| 34 - Administración de empresas | 117 | 13.2% | |
| 222 - Idiomas y Filología | 54 | 6.1% | |
| 1 - Educación | 42 | 4.8% | |
| 813 - Deportes | 42 | 4.8% | |
| 32 - Periodismo e información | 35 | 4.0% | |
| 340 - Administración de empresas (programas generales) | 27 | 3.1% | |
| 144 - Formación del profesorado de niveles básicos | 25 | 2.8% | |
| 38 - Derecho | 22 | 2.5% | |
| 481 - Informática | 21 | 2.4% | |
| 421 - Biología y bioquímica | 20 | 2.3% | |
| Other values (91) | 479 | 54.2% |
Length
| Max length | 98 |
|---|---|
| Mean length | 29.41742081 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 30 | 46.9% | |
| Uppercase_Letter | 18 | 28.1% | |
| Decimal_Number | 10 | 15.6% | |
| Other_Punctuation | 2 | 3.1% | |
| Close_Punctuation | 1 | 1.6% | |
| Dash_Punctuation | 1 | 1.6% | |
| Space_Separator | 1 | 1.6% | |
| Open_Punctuation | 1 | 1.6% |
| Value | Count | Frequency (%) | |
| Latin | 48 | 75.0% | |
| Common | 16 | 25.0% |
| Value | Count | Frequency (%) | |
| ASCII | 59 | 100.0% |
| Distinct count | 125 |
|---|---|
| Unique (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| LICENCIADO EN ADMINISTRACION Y DIRECCION DE EMPRESAS | 68 |
|---|---|
| GRADUADO O GRADUADA EN ADMINISTRACION Y DIRECCION DE EMPRESAS | 46 |
| LICENCIADO EN CIENCIAS DE LA ACTIVIDAD FISICA Y DEL DEPORTE | 45 |
| DIPLOMADO EN CIENCIAS EMPRESARIALES | 42 |
| GRADUADO O GRADUADA EN EDUCACION PRIMARIA | 40 |
| Other values (120) |
| Value | Count | Frequency (%) | |
| LICENCIADO EN ADMINISTRACION Y DIRECCION DE EMPRESAS | 68 | 7.7% | |
| GRADUADO O GRADUADA EN ADMINISTRACION Y DIRECCION DE EMPRESAS | 46 | 5.2% | |
| LICENCIADO EN CIENCIAS DE LA ACTIVIDAD FISICA Y DEL DEPORTE | 45 | 5.1% | |
| DIPLOMADO EN CIENCIAS EMPRESARIALES | 42 | 4.8% | |
| GRADUADO O GRADUADA EN EDUCACION PRIMARIA | 40 | 4.5% | |
| INGENIERO INDUSTRIAL | 35 | 4.0% | |
| INGENIERO AGRONOMO | 27 | 3.1% | |
| GRADUADO O GRADUADA EN ESTUDIOS INGLESES | 26 | 2.9% | |
| LICENCIADO EN COMUNICACION AUDIOVISUAL | 24 | 2.7% | |
| LICENCIADO EN FILOLOGIA INGLESA | 23 | 2.6% | |
| Other values (115) | 508 | 57.5% |
Length
| Max length | 107 |
|---|---|
| Mean length | 40.75904977 |
| Min length | 7 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 27 | 84.4% | |
| Decimal_Number | 2 | 6.2% | |
| Other_Punctuation | 2 | 6.2% | |
| Space_Separator | 1 | 3.1% |
| Value | Count | Frequency (%) | |
| Latin | 27 | 84.4% | |
| Common | 5 | 15.6% |
| Value | Count | Frequency (%) | |
| ASCII | 31 | 100.0% |
nivel_estudio
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| 1L - Licenciatura | |
|---|---|
| 1G - Grado | |
| 1D - Diplomatura | |
| S - Short Cycle (ciclo FP grado Superior) | |
| F | 47 |
| Value | Count | Frequency (%) | |
| 1L - Licenciatura | 329 | 37.2% | |
| 1G - Grado | 270 | 30.5% | |
| 1D - Diplomatura | 152 | 17.2% | |
| S - Short Cycle (ciclo FP grado Superior) | 77 | 8.7% | |
| F | 47 | 5.3% | |
| 2 - Second Cycle (Master) | 9 | 1.0% |
Length
| Max length | 41 |
|---|---|
| Mean length | 16.01131222 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 17 | 54.8% | |
| Uppercase_Letter | 8 | 25.8% | |
| Decimal_Number | 2 | 6.5% | |
| Close_Punctuation | 1 | 3.2% | |
| Dash_Punctuation | 1 | 3.2% | |
| Space_Separator | 1 | 3.2% | |
| Open_Punctuation | 1 | 3.2% |
| Value | Count | Frequency (%) | |
| Latin | 25 | 80.6% | |
| Common | 6 | 19.4% |
| Value | Count | Frequency (%) | |
| ASCII | 31 | 100.0% |
anos_estudio_previo_erasmus
Real number (ℝ≥0)
| Distinct count | 10 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2842582106455267 |
|---|---|
| Minimum | 1.0 |
| Maximum | 10.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.514724101 |
|---|---|
| Coefficient of variation (CV) | 0.4612073729 |
| Kurtosis | 1.587638373 |
| Mean | 3.284258211 |
| Median Absolute Deviation (MAD) | 1.185372629 |
| Skewness | 1.01591383 |
| Sum | 2900 |
| Variance | 2.294389103 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3 | 247 | 27.9% | |
| 2 | 239 | 27.0% | |
| 4 | 168 | 19.0% | |
| 5 | 96 | 10.9% | |
| 1 | 64 | 7.2% | |
| 6 | 42 | 4.8% | |
| 7 | 12 | 1.4% | |
| 8 | 8 | 0.9% | |
| 9 | 5 | 0.6% | |
| 10 | 2 | 0.2% | |
| (Missing) | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 64 | 7.2% | |
| 2 | 239 | 27.0% | |
| 3 | 247 | 27.9% | |
| 4 | 168 | 19.0% | |
| 5 | 96 | 10.9% |
| Value | Count | Frequency (%) | |
| 10 | 2 | 0.2% | |
| 9 | 5 | 0.6% | |
| 8 | 8 | 0.9% | |
| 7 | 12 | 1.4% | |
| 6 | 42 | 4.8% |
tipo_movilidad
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Estudios | |
|---|---|
| Prácticas | 57 |
| Value | Count | Frequency (%) | |
| Estudios | 827 | 93.6% | |
| Prácticas | 57 | 6.4% |
Length
| Max length | 9 |
|---|---|
| Mean length | 8.064479638 |
| Min length | 8 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 10 | 83.3% | |
| Uppercase_Letter | 2 | 16.7% |
| Value | Count | Frequency (%) | |
| Latin | 12 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
| Distinct count | 153 |
|---|---|
| Unique (%) | 18.5% |
| Missing | 57 |
| Missing (%) | 6.4% |
| Memory size | 3.5 KiB |
| I PARMA01 - UNIVERSITA' DEGLI STUDI DI PARMA | 45 |
|---|---|
| UK PAISLEY01 - UNIVERSITY OF THE WEST OF SCOTLAND | 43 |
| UK CARDIFF01 - CARDIFF UNIVERSITY | 22 |
| I SALERNO01 - UNIVERSITA' DEGLI STUDI DI SALERNO | 22 |
| DK RISSKOV06 - VIA UNIVERSITY COLLEGE | 20 |
| Other values (148) |
| Value | Count | Frequency (%) | |
| I PARMA01 - UNIVERSITA' DEGLI STUDI DI PARMA | 45 | 5.1% | |
| UK PAISLEY01 - UNIVERSITY OF THE WEST OF SCOTLAND | 43 | 4.9% | |
| UK CARDIFF01 - CARDIFF UNIVERSITY | 22 | 2.5% | |
| I SALERNO01 - UNIVERSITA' DEGLI STUDI DI SALERNO | 22 | 2.5% | |
| DK RISSKOV06 - VIA UNIVERSITY COLLEGE | 20 | 2.3% | |
| I BOLOGNA01 - UNIVERSITÀ DI BOLOGNA - ALMA MATER STUDIORUM | 19 | 2.1% | |
| P FARO02 - UNIVERSIDADE DO ALGARVE | 19 | 2.1% | |
| P AVEIRO01 - UNIVERSIDADE DE AVEIRO | 19 | 2.1% | |
| P COVILHA01 - UNIVERSIDADE DA BEIRA INTERIOR | 16 | 1.8% | |
| P EVORA01 - UNIVERSIDADE DE EVORA | 16 | 1.8% | |
| Other values (143) | 586 | 66.3% | |
| (Missing) | 57 | 6.4% |
Length
| Max length | 87 |
|---|---|
| Mean length | 42.2239819 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 39 | 53.4% | |
| Lowercase_Letter | 16 | 21.9% | |
| Decimal_Number | 10 | 13.7% | |
| Other_Punctuation | 4 | 5.5% | |
| Close_Punctuation | 1 | 1.4% | |
| Dash_Punctuation | 1 | 1.4% | |
| Space_Separator | 1 | 1.4% | |
| Open_Punctuation | 1 | 1.4% |
| Value | Count | Frequency (%) | |
| Latin | 55 | 75.3% | |
| Common | 18 | 24.7% |
| Value | Count | Frequency (%) | |
| ASCII | 60 | 100.0% |
| Distinct count | 21 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 57 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.069830713422007 |
|---|---|
| Minimum | 3.0 |
| Maximum | 11.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 9 |
| median | 9 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 11.25 |
| Range | 8.25 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.067716202 |
|---|---|
| Coefficient of variation (CV) | 0.1177217344 |
| Kurtosis | 11.69890572 |
| Mean | 9.069830713 |
| Median Absolute Deviation (MAD) | 0.5554414274 |
| Skewness | -3.019542381 |
| Sum | 7500.75 |
| Variance | 1.140017889 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 9 | 466 | 52.7% | |
| 10 | 211 | 23.9% | |
| 9.75 | 21 | 2.4% | |
| 9.5 | 20 | 2.3% | |
| 8 | 17 | 1.9% | |
| 8.75 | 17 | 1.9% | |
| 8.5 | 14 | 1.6% | |
| 6 | 11 | 1.2% | |
| 8.25 | 9 | 1.0% | |
| 4 | 9 | 1.0% | |
| Other values (11) | 32 | 3.6% | |
| (Missing) | 57 | 6.4% |
| Value | Count | Frequency (%) | |
| 3 | 3 | 0.3% | |
| 4 | 9 | 1.0% | |
| 4.25 | 2 | 0.2% | |
| 4.75 | 5 | 0.6% | |
| 5 | 4 | 0.5% |
| Value | Count | Frequency (%) | |
| 11.25 | 1 | 0.1% | |
| 11 | 1 | 0.1% | |
| 10.75 | 2 | 0.2% | |
| 10.5 | 1 | 0.1% | |
| 10 | 211 | 23.9% |
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 57 |
| Missing (%) | 6.4% |
| Memory size | 3.5 KiB |
| 09 - Septiembre | |
|---|---|
| 10 - Octubre | |
| 08 - Agosto | 25 |
| 01 - Enero | 10 |
| 02 - Febrero | 4 |
| Value | Count | Frequency (%) | |
| 09 - Septiembre | 468 | 52.9% | |
| 10 - Octubre | 320 | 36.2% | |
| 08 - Agosto | 25 | 2.8% | |
| 01 - Enero | 10 | 1.1% | |
| 02 - Febrero | 4 | 0.5% | |
| (Missing) | 57 | 6.4% |
Length
| Max length | 15 |
|---|---|
| Mean length | 12.95701357 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 14 | 53.8% | |
| Decimal_Number | 5 | 19.2% | |
| Uppercase_Letter | 5 | 19.2% | |
| Dash_Punctuation | 1 | 3.8% | |
| Space_Separator | 1 | 3.8% |
| Value | Count | Frequency (%) | |
| Latin | 19 | 73.1% | |
| Common | 7 | 26.9% |
| Value | Count | Frequency (%) | |
| ASCII | 26 | 100.0% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 57 |
| Missing (%) | 6.4% |
| Memory size | 7.0 KiB |
| 60 | |
|---|---|
| 30 | 29 |
| 20 | 5 |
| Value | Count | Frequency (%) | |
| 60 | 793 | 89.7% | |
| 30 | 29 | 3.3% | |
| 20 | 5 | 0.6% | |
| (Missing) | 57 | 6.4% |
Length
| Max length | 4 |
|---|---|
| Mean length | 3.935520362 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 57.1% | |
| Lowercase_Letter | 2 | 28.6% | |
| Other_Punctuation | 1 | 14.3% |
| Value | Count | Frequency (%) | |
| Common | 5 | 71.4% | |
| Latin | 2 | 28.6% |
| Value | Count | Frequency (%) | |
| ASCII | 7 | 100.0% |
| Distinct count | 60 |
|---|---|
| Unique (%) | 7.3% |
| Missing | 57 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1243.6545973397822 |
|---|---|
| Minimum | 333.0 |
| Maximum | 2064.86 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.0 KiB |
Quantile statistics
| Minimum | 333 |
|---|---|
| 5-th percentile | 915.75 |
| Q1 | 1080 |
| median | 1235 |
| Q3 | 1423.296 |
| 95-th percentile | 1655.87 |
| Maximum | 2064.86 |
| Range | 1731.86 |
| Interquartile range (IQR) | 343.296 |
Descriptive statistics
| Standard deviation | 258.131784 |
|---|---|
| Coefficient of variation (CV) | 0.2075590639 |
| Kurtosis | 0.4891364668 |
| Mean | 1243.654597 |
| Median Absolute Deviation (MAD) | 196.8170546 |
| Skewness | 0.04766239041 |
| Sum | 1028502.352 |
| Variance | 66632.0179 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1080 | 122 | 13.8% | |
| 999 | 85 | 9.6% | |
| 1245.6 | 80 | 9.0% | |
| 1655.87 | 73 | 8.3% | |
| 1581.44 | 53 | 6.0% | |
| 1423.296 | 53 | 6.0% | |
| 1170 | 50 | 5.7% | |
| 1300 | 49 | 5.5% | |
| 1200 | 39 | 4.4% | |
| 1384 | 26 | 2.9% | |
| Other values (50) | 197 | 22.3% | |
| (Missing) | 57 | 6.4% |
| Value | Count | Frequency (%) | |
| 333 | 1 | 0.1% | |
| 360 | 1 | 0.1% | |
| 390 | 1 | 0.1% | |
| 444 | 1 | 0.1% | |
| 520 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2064.86 | 1 | 0.1% | |
| 1880.87 | 1 | 0.1% | |
| 1839.86 | 15 | 1.7% | |
| 1747.87 | 5 | 0.6% | |
| 1655.87 | 73 | 8.3% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 22.8% |
| Missing | 827 |
| Missing (%) | 93.6% |
| Memory size | 3.5 KiB |
| PT - Portugal | |
|---|---|
| IT - Italy | |
| UK - United Kingdom | |
| IE - Ireland | |
| NO - Norway | 3 |
| Other values (8) |
| Value | Count | Frequency (%) | |
| PT - Portugal | 22 | 2.5% | |
| IT - Italy | 8 | 0.9% | |
| UK - United Kingdom | 7 | 0.8% | |
| IE - Ireland | 7 | 0.8% | |
| NO - Norway | 3 | 0.3% | |
| GR - Greece | 2 | 0.2% | |
| DE - Germany | 2 | 0.2% | |
| PL - Poland | 1 | 0.1% | |
| TR - Turkey | 1 | 0.1% | |
| SI - Slovenia | 1 | 0.1% | |
| Other values (3) | 3 | 0.3% | |
| (Missing) | 827 | 93.6% |
Length
| Max length | 19 |
|---|---|
| Mean length | 3.642533937 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 19 | 54.3% | |
| Uppercase_Letter | 14 | 40.0% | |
| Dash_Punctuation | 1 | 2.9% | |
| Space_Separator | 1 | 2.9% |
| Value | Count | Frequency (%) | |
| Latin | 33 | 94.3% | |
| Common | 2 | 5.7% |
| Value | Count | Frequency (%) | |
| ASCII | 35 | 100.0% |
| Distinct count | 54 |
|---|---|
| Unique (%) | 94.7% |
| Missing | 827 |
| Missing (%) | 93.6% |
| Memory size | 3.5 KiB |
| BERGEN KOMMUNE | 3 |
|---|---|
| LABORATORIO DE ANALISSES QUIMICAS | 2 |
| UNIVERSITA´DEGLI STUDI DI CAMERINO (DIPARTIMENTO DI BOTANICA, RESERVA NATURALE MONTAGNA DI TORRIECHIO) | 1 |
| CAMARA MUNICIPAL VILAVIÇOSA | 1 |
| IFORCE COMMUNICATIONS S.A. | 1 |
| Other values (49) |
| Value | Count | Frequency (%) | |
| BERGEN KOMMUNE | 3 | 0.3% | |
| LABORATORIO DE ANALISSES QUIMICAS | 2 | 0.2% | |
| UNIVERSITA´DEGLI STUDI DI CAMERINO (DIPARTIMENTO DI BOTANICA, RESERVA NATURALE MONTAGNA DI TORRIECHIO) | 1 | 0.1% | |
| CAMARA MUNICIPAL VILAVIÇOSA | 1 | 0.1% | |
| IFORCE COMMUNICATIONS S.A. | 1 | 0.1% | |
| A. SOCABO LUCIANO SOUSA ALVES LDA. | 1 | 0.1% | |
| CLARION HOTEL LIMERICK | 1 | 0.1% | |
| INSTITUTO PORTUGES DA JUVENTUDE CASTELO BRANCO | 1 | 0.1% | |
| ESCOLA SUPERIOR AGRARIA DE ELVAS | 1 | 0.1% | |
| GRUPO TREND | 1 | 0.1% | |
| Other values (44) | 44 | 5.0% | |
| (Missing) | 827 | 93.6% |
Length
| Max length | 102 |
|---|---|
| Mean length | 4.823529412 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 28 | 43.1% | |
| Lowercase_Letter | 20 | 30.8% | |
| Decimal_Number | 6 | 9.2% | |
| Other_Punctuation | 5 | 7.7% | |
| Close_Punctuation | 1 | 1.5% | |
| Dash_Punctuation | 1 | 1.5% | |
| Space_Separator | 1 | 1.5% | |
| Modifier_Symbol | 1 | 1.5% | |
| Control | 1 | 1.5% | |
| Open_Punctuation | 1 | 1.5% |
| Value | Count | Frequency (%) | |
| Latin | 48 | 73.8% | |
| Common | 17 | 26.2% |
| Value | Count | Frequency (%) | |
| ASCII | 61 | 98.4% | |
| Punctuation | 1 | 1.6% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 5.3% |
| Missing | 827 |
| Missing (%) | 93.6% |
| Memory size | 3.5 KiB |
| M (51-250) | |
|---|---|
| S (<50) | |
| L (>250) |
| Value | Count | Frequency (%) | |
| M (51-250) | 25 | 2.8% | |
| S (<50) | 18 | 2.0% | |
| L (>250) | 14 | 1.6% | |
| (Missing) | 827 | 93.6% |
Length
| Max length | 10 |
|---|---|
| Mean length | 3.358597285 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 26.7% | |
| Uppercase_Letter | 3 | 20.0% | |
| Lowercase_Letter | 2 | 13.3% | |
| Math_Symbol | 2 | 13.3% | |
| Close_Punctuation | 1 | 6.7% | |
| Dash_Punctuation | 1 | 6.7% | |
| Space_Separator | 1 | 6.7% | |
| Open_Punctuation | 1 | 6.7% |
| Value | Count | Frequency (%) | |
| Common | 10 | 66.7% | |
| Latin | 5 | 33.3% |
| Value | Count | Frequency (%) | |
| ASCII | 15 | 100.0% |
| Distinct count | 10 |
|---|---|
| Unique (%) | 17.5% |
| Missing | 827 |
| Missing (%) | 93.6% |
| Memory size | 3.5 KiB |
| P - Education | |
|---|---|
| S - Other Service Activities | |
| M - Professional, Scientific And Technical Activities | |
| I - Accommodation And Food Service Activities | |
| A - Agriculture, Forestry And Fishing | |
| Other values (5) |
| Value | Count | Frequency (%) | |
| P - Education | 19 | 2.1% | |
| S - Other Service Activities | 14 | 1.6% | |
| M - Professional, Scientific And Technical Activities | 5 | 0.6% | |
| I - Accommodation And Food Service Activities | 4 | 0.5% | |
| A - Agriculture, Forestry And Fishing | 4 | 0.5% | |
| J - Information And Communication | 4 | 0.5% | |
| R - Arts, Entertainment And Recreation | 3 | 0.3% | |
| O - Public Administration And Defence; Compulsory Social Security | 2 | 0.2% | |
| U - Activities Of Extraterritorial Organizations And Bodies | 1 | 0.1% | |
| K - Financial And Insurance Activities | 1 | 0.1% | |
| (Missing) | 827 | 93.6% |
Length
| Max length | 65 |
|---|---|
| Mean length | 4.735294118 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 22 | 52.4% | |
| Uppercase_Letter | 16 | 38.1% | |
| Other_Punctuation | 2 | 4.8% | |
| Dash_Punctuation | 1 | 2.4% | |
| Space_Separator | 1 | 2.4% |
| Value | Count | Frequency (%) | |
| Latin | 38 | 90.5% | |
| Common | 4 | 9.5% |
| Value | Count | Frequency (%) | |
| ASCII | 42 | 100.0% |
| Distinct count | 9 |
|---|---|
| Unique (%) | 15.8% |
| Missing | 827 |
| Missing (%) | 93.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.412280701754386 |
|---|---|
| Minimum | 3.0 |
| Maximum | 10.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 9.2 |
| Maximum | 10 |
| Range | 7 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.418534841 |
|---|---|
| Coefficient of variation (CV) | 0.4468605703 |
| Kurtosis | -1.172075906 |
| Mean | 5.412280702 |
| Median Absolute Deviation (MAD) | 2.115112342 |
| Skewness | 0.5055964965 |
| Sum | 308.5 |
| Variance | 5.849310777 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3 | 21 | 2.4% | |
| 6 | 8 | 0.9% | |
| 9 | 7 | 0.8% | |
| 5 | 5 | 0.6% | |
| 7 | 4 | 0.5% | |
| 8 | 4 | 0.5% | |
| 4 | 4 | 0.5% | |
| 10 | 3 | 0.3% | |
| 3.5 | 1 | 0.1% | |
| (Missing) | 827 | 93.6% |
| Value | Count | Frequency (%) | |
| 3 | 21 | 2.4% | |
| 3.5 | 1 | 0.1% | |
| 4 | 4 | 0.5% | |
| 5 | 5 | 0.6% | |
| 6 | 8 | 0.9% |
| Value | Count | Frequency (%) | |
| 10 | 3 | 0.3% | |
| 9 | 7 | 0.8% | |
| 8 | 4 | 0.5% | |
| 7 | 4 | 0.5% | |
| 6 | 8 | 0.9% |
| Distinct count | 11 |
|---|---|
| Unique (%) | 19.3% |
| Missing | 827 |
| Missing (%) | 93.6% |
| Memory size | 3.5 KiB |
| 10 - Octubre | |
|---|---|
| 07 - Julio | |
| 09 - Septiembre | |
| 02 - Febrero | |
| 11 - Noviembre | |
| Other values (6) |
| Value | Count | Frequency (%) | |
| 10 - Octubre | 11 | 1.2% | |
| 07 - Julio | 10 | 1.1% | |
| 09 - Septiembre | 8 | 0.9% | |
| 02 - Febrero | 7 | 0.8% | |
| 11 - Noviembre | 5 | 0.6% | |
| 03 - Marzo | 5 | 0.6% | |
| 08 - Agosto | 3 | 0.3% | |
| 06 - Junio | 3 | 0.3% | |
| 04 - Abril | 3 | 0.3% | |
| 12 - Diciembre | 1 | 0.1% | |
| (Missing) | 827 | 93.6% |
Length
| Max length | 15 |
|---|---|
| Mean length | 3.567873303 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 17 | 45.9% | |
| Decimal_Number | 9 | 24.3% | |
| Uppercase_Letter | 9 | 24.3% | |
| Dash_Punctuation | 1 | 2.7% | |
| Space_Separator | 1 | 2.7% |
| Value | Count | Frequency (%) | |
| Latin | 26 | 70.3% | |
| Common | 11 | 29.7% |
| Value | Count | Frequency (%) | |
| ASCII | 37 | 100.0% |
| Distinct count | 11 |
|---|---|
| Unique (%) | 19.3% |
| Missing | 827 |
| Missing (%) | 93.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.596491228070175 |
|---|---|
| Minimum | 10.0 |
| Maximum | 60.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.0 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15 |
| median | 16 |
| Q3 | 30 |
| 95-th percentile | 41 |
| Maximum | 60 |
| Range | 50 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.9490879 |
|---|---|
| Coefficient of variation (CV) | 0.553288392 |
| Kurtosis | 2.172829183 |
| Mean | 21.59649123 |
| Median Absolute Deviation (MAD) | 9.258233303 |
| Skewness | 1.530436825 |
| Sum | 1231 |
| Variance | 142.7807018 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 15 | 16 | 1.8% | |
| 10 | 9 | 1.0% | |
| 20 | 9 | 1.0% | |
| 30 | 8 | 0.9% | |
| 40 | 5 | 0.6% | |
| 16 | 3 | 0.3% | |
| 60 | 2 | 0.2% | |
| 12 | 2 | 0.2% | |
| 45 | 1 | 0.1% | |
| 18 | 1 | 0.1% | |
| (Missing) | 827 | 93.6% |
| Value | Count | Frequency (%) | |
| 10 | 9 | 1.0% | |
| 12 | 2 | 0.2% | |
| 15 | 16 | 1.8% | |
| 16 | 3 | 0.3% | |
| 18 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 60 | 2 | 0.2% | |
| 45 | 1 | 0.1% | |
| 40 | 5 | 0.6% | |
| 30 | 8 | 0.9% | |
| 26 | 1 | 0.1% |
| Distinct count | 28 |
|---|---|
| Unique (%) | 49.1% |
| Missing | 827 |
| Missing (%) | 93.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1826.7136842105263 |
|---|---|
| Minimum | 870.0 |
| Maximum | 4012.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.0 KiB |
Quantile statistics
| Minimum | 870 |
|---|---|
| 5-th percentile | 870 |
| Q1 | 900 |
| median | 1500 |
| Q3 | 2880 |
| 95-th percentile | 3457.806 |
| Maximum | 4012.4 |
| Range | 3142.4 |
| Interquartile range (IQR) | 1980 |
Descriptive statistics
| Standard deviation | 955.5405572 |
|---|---|
| Coefficient of variation (CV) | 0.5230926803 |
| Kurtosis | -0.986918367 |
| Mean | 1826.713684 |
| Median Absolute Deviation (MAD) | 821.4293998 |
| Skewness | 0.6199300958 |
| Sum | 104122.68 |
| Variance | 913057.7564 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 870 | 11 | 1.2% | |
| 900 | 7 | 0.8% | |
| 2880 | 5 | 0.6% | |
| 1920 | 5 | 0.6% | |
| 1500 | 3 | 0.3% | |
| 1200 | 2 | 0.2% | |
| 3166.3 | 2 | 0.2% | |
| 3240 | 2 | 0.2% | |
| 2240 | 1 | 0.1% | |
| 1740 | 1 | 0.1% | |
| Other values (18) | 18 | 2.0% | |
| (Missing) | 827 | 93.6% |
| Value | Count | Frequency (%) | |
| 870 | 11 | 1.2% | |
| 900 | 7 | 0.8% | |
| 960 | 1 | 0.1% | |
| 1050 | 1 | 0.1% | |
| 1080 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 4012.4 | 1 | 0.1% | |
| 3589.35 | 1 | 0.1% | |
| 3589.03 | 1 | 0.1% | |
| 3425 | 1 | 0.1% | |
| 3240 | 2 | 0.2% |
aprendizaje_idioma_anfitrion
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| S | |
|---|---|
| N | 123 |
| Value | Count | Frequency (%) | |
| S | 761 | 86.1% | |
| N | 123 | 13.9% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 2 | 100.0% |
idioma_de_formacion_recibida
Categorical
| Distinct count | 11 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| PT | |
|---|---|
| EN | |
| IT | |
| FR | |
| DE | 44 |
| Other values (6) | 28 |
| Value | Count | Frequency (%) | |
| PT | 288 | 32.6% | |
| EN | 250 | 28.3% | |
| IT | 214 | 24.2% | |
| FR | 60 | 6.8% | |
| DE | 44 | 5.0% | |
| GB | 23 | 2.6% | |
| CZ | 1 | 0.1% | |
| GR | 1 | 0.1% | |
| TR | 1 | 0.1% | |
| EL | 1 | 0.1% |
Length
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 13 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 13 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 13 | 100.0% |
participacion_previa_erasmus
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| N | |
|---|---|
| S | 22 |
| P | 1 |
| Value | Count | Frequency (%) | |
| N | 861 | 97.4% | |
| S | 22 | 2.5% | |
| P | 1 | 0.1% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 3 | 100.0% |
cualificacion_obtenida_en_pais_acogida
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| N | |
|---|---|
| O | |
| D | 19 |
| Value | Count | Frequency (%) | |
| N | 709 | 80.2% | |
| O | 156 | 17.6% | |
| D | 19 | 2.1% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 3 | 100.0% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 42.9% |
| Missing | 877 |
| Missing (%) | 99.2% |
| Memory size | 7.0 KiB |
| 225 | |
|---|---|
| 375 | 1 |
| 300 | 1 |
| Value | Count | Frequency (%) | |
| 225 | 5 | 0.6% | |
| 375 | 1 | 0.1% | |
| 300 | 1 | 0.1% | |
| (Missing) | 877 | 99.2% |
Length
| Max length | 5 |
|---|---|
| Mean length | 3.015837104 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 5 | 62.5% | |
| Lowercase_Letter | 2 | 25.0% | |
| Other_Punctuation | 1 | 12.5% |
| Value | Count | Frequency (%) | |
| Common | 6 | 75.0% | |
| Latin | 2 | 25.0% |
| Value | Count | Frequency (%) | |
| ASCII | 8 | 100.0% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 42.9% |
| Missing | 877 |
| Missing (%) | 99.2% |
| Memory size | 3.5 KiB |
| 0,75 | |
|---|---|
| 1 | 1 |
| 1,25 | 1 |
| Value | Count | Frequency (%) | |
| 0,75 | 5 | 0.6% | |
| 1 | 1 | 0.1% | |
| 1,25 | 1 | 0.1% | |
| (Missing) | 877 | 99.2% |
Length
| Max length | 4 |
|---|---|
| Mean length | 3.004524887 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 5 | 62.5% | |
| Lowercase_Letter | 2 | 25.0% | |
| Other_Punctuation | 1 | 12.5% |
| Value | Count | Frequency (%) | |
| Common | 6 | 75.0% | |
| Latin | 2 | 25.0% |
| Value | Count | Frequency (%) | |
| ASCII | 8 | 100.0% |
| Distinct count | 23 |
|---|---|
| Unique (%) | 2.8% |
| Missing | 57 |
| Missing (%) | 6.4% |
| Memory size | 3.5 KiB |
| PT - Portugal | |
|---|---|
| IT - Italy | |
| UK - United Kingdom | |
| FR - France | 52 |
| DE - Germany | 39 |
| Other values (18) |
| Value | Count | Frequency (%) | |
| PT - Portugal | 266 | 30.1% | |
| IT - Italy | 206 | 23.3% | |
| UK - United Kingdom | 104 | 11.8% | |
| FR - France | 52 | 5.9% | |
| DE - Germany | 39 | 4.4% | |
| DK - Denmark | 23 | 2.6% | |
| IE - Ireland | 22 | 2.5% | |
| PL - Poland | 22 | 2.5% | |
| FI - Finland | 11 | 1.2% | |
| NO - Norway | 10 | 1.1% | |
| Other values (13) | 72 | 8.1% | |
| (Missing) | 57 | 6.4% |
Length
| Max length | 19 |
|---|---|
| Mean length | 12.13800905 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 23 | 50.0% | |
| Uppercase_Letter | 19 | 41.3% | |
| Open_Punctuation | 1 | 2.2% | |
| Close_Punctuation | 1 | 2.2% | |
| Dash_Punctuation | 1 | 2.2% | |
| Space_Separator | 1 | 2.2% |
| Value | Count | Frequency (%) | |
| Latin | 42 | 91.3% | |
| Common | 4 | 8.7% |
| Value | Count | Frequency (%) | |
| ASCII | 46 | 100.0% |
pais_destino
Categorical
| Distinct count | 23 |
|---|---|
| Unique (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| PT - Portugal | |
|---|---|
| IT - Italy | |
| UK - United Kingdom | |
| FR - France | 52 |
| DE - Germany | 41 |
| Other values (18) |
| Value | Count | Frequency (%) | |
| PT - Portugal | 288 | 32.6% | |
| IT - Italy | 214 | 24.2% | |
| UK - United Kingdom | 111 | 12.6% | |
| FR - France | 52 | 5.9% | |
| DE - Germany | 41 | 4.6% | |
| IE - Ireland | 29 | 3.3% | |
| PL - Poland | 23 | 2.6% | |
| DK - Denmark | 23 | 2.6% | |
| NO - Norway | 13 | 1.5% | |
| GR - Greece | 12 | 1.4% | |
| Other values (13) | 78 | 8.8% |
Length
| Max length | 19 |
|---|---|
| Mean length | 12.78054299 |
| Min length | 10 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 23 | 50.0% | |
| Uppercase_Letter | 19 | 41.3% | |
| Open_Punctuation | 1 | 2.2% | |
| Close_Punctuation | 1 | 2.2% | |
| Dash_Punctuation | 1 | 2.2% | |
| Space_Separator | 1 | 2.2% |
| Value | Count | Frequency (%) | |
| Latin | 42 | 91.3% | |
| Common | 4 | 8.7% |
| Value | Count | Frequency (%) | |
| ASCII | 46 | 100.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| id | curso | dni | edad | sexo | nacionalidad | area_estudio | titulacion | nivel_estudio | anos_estudio_previo_erasmus | tipo_movilidad | institucion_acogida | estudios_duracion_meses | estudios_comienzo_mes | estudios_num_creditos_ects | estudios_beca | practicas_pais | practicas_empresa | practicas_empresa_tam | practicas_empresa_tipo | practicas_duracion_meses | practicas_comienzo_mes | practicas_num_creditos_ects | practicas_beca | aprendizaje_idioma_anfitrion | idioma_de_formacion_recibida | participacion_previa_erasmus | cualificacion_obtenida_en_pais_acogida | eilc_sms_beca | eilc_smp_beca | eilc_sms_duracion | estudios_pais | pais_destino | total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1271 | 2008/2009 | 2a35e7f13bdc6ea7a04b251463adceb86ca3d77d57dc231c06ed1ed96923786c04f2b3129dd05bc17bc68e2079237be8920ba3d28277f739f952dc9d67ba4e65 | 22 | H | ES | 723 - Enfermería, obstetricia y fisioterapia | DIPLOMADO EN ENFERMERIA | 1D - Diplomatura | 2.0 | Estudios | I FIRENZE01 - UNIVERSITA' DEGLI STUDI DI FIRENZE | 9.0 | 10 - Octubre | 60.0 | 1655.87 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | S | IT | N | N | NaN | NaN | NaN | IT - Italy | IT - Italy | 1 |
| 1 | 1993 | 2010/2011 | 491fc9b9628d9f43fb1e27960707dcb0ed7bbd3b3e066a18df72240f4485726371f4826a9cd2464bc260667a53a7d0e874f8e1dc2b28322339bfaa031248fde8 | 20 | H | ES | 6 - Agricultura y veterinaria | INGENIERO AGRONOMO | 1L - Licenciatura | 3.0 | Estudios | P BEJA01 - INSTITUTO POLITÉCNICO DE BEJA | 9.0 | 10 - Octubre | 60.0 | 1080.00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | S | PT | N | N | NaN | NaN | NaN | PT - Portugal | PT - Portugal | 1 |
| 2 | 2489 | 2011/2012 | 7ba6ff8737892c3c68870ff9dd6fa626866a9ab97ca32695772bcd6e82998ef87f28c7a2823f0b4dc029f0b2990e5aa25866a3ab3e57aa8809c992ce26ca50d9 | 21 | M | ES | 524 - Química y procesos | INGENIERO QUIMICO | 1L - Licenciatura | 4.0 | Estudios | I BOLOGNA01 - UNIVERSITÀ DI BOLOGNA - ALMA MATER STUDIORUM | 10.0 | 09 - Septiembre | 60.0 | 1110.00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | S | IT | N | O | NaN | NaN | NaN | IT - Italy | IT - Italy | 1 |
| 3 | 1382 | 2009/2010 | ed88535b7d9c133936ac4f096578eaf10d9b64a3cfc11888307331fa0d42efb5d8bb32cfc34e4cbe8815700650daf380cc997cc6007048c41635e0ace6b40402 | 20 | M | ES | 314 - Economía | LICENCIADO EN ECONOMIA | 1L - Licenciatura | 3.0 | Estudios | I PARMA01 - UNIVERSITA' DEGLI STUDI DI PARMA | 9.0 | 09 - Septiembre | 60.0 | 1245.60 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | S | IT | N | N | NaN | NaN | NaN | IT - Italy | IT - Italy | 1 |
| 4 | 1253 | 2008/2009 | 64bed883fa25ed89bd7b810be60ca5f3f6559700f475fdcc09797fd7fdd50014e9715cccc98b730f96ff3578437e45d731776eccdbee86d930ef54f0e1843d3c | 20 | M | ES | 21 - Artes | LICENCIADO EN HISTORIA DEL ARTE | 1L - Licenciatura | 3.0 | Estudios | I NAPOLI02 - UNIVERSITA' DEGLI STUDI DI NAPOLI L'ORIENTALE | 9.0 | 10 - Octubre | 60.0 | 1655.87 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | S | IT | N | N | NaN | NaN | NaN | IT - Italy | IT - Italy | 1 |
| 5 | 2483 | 2011/2012 | 093a76112667273d750ea9a33092fae60d054cc5c19d820c425ceb5386a157b8f328d386062f59b362aea004ad46ae330b69ebb105fe925aa521f1feb269d8ef | 20 | H | ES | 222 - Idiomas y Filología | LICENCIADO EN FILOLOGIA HISPANICA | 1L - Licenciatura | 3.0 | Estudios | I TRIESTE01 - UNIVERSITA' DEGLI STUDI DI TRIESTE | 9.0 | 10 - Octubre | 60.0 | 999.00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | S | IT | N | O | NaN | NaN | NaN | IT - Italy | IT - Italy | 1 |
| 6 | 3426 | 2012/2013 | 098f54ffb4d29b68d1a1c79b733d8fa00d01e2534cb77683f28abb026660abe7ae2ecd1e63b53e3c726fe263324327aea95b18f206593fa22b3d9ae25af6f6c9 | 19 | H | ES | 144 - Formación del profesorado de niveles básicos | GRADUADO O GRADUADA EN EDUCACION PRIMARIA | 1G - Grado | 2.0 | Estudios | D WEINGAR01 - PAEDAGOGISCHE HOCHSCHULE WEINGARTEN | 10.0 | 09 - Septiembre | 30.0 | 1300.00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | S | DE | N | N | NaN | NaN | NaN | DE - Germany | DE - Germany | 1 |
| 7 | 3080 | 2012/2013 | 0b3543e8af9d4d1d8d1aa0fb7dd260c96fec2cc6569d9ef0d2aaf8e1a012d0e84705123ea49a2dad8f00dc3434560df60838d3d984e51ba3067c202722517aaa | 28 | H | ES | 34 - Administración de empresas | GRADUADO O GRADUADA EN ADMINISTRACION Y DIRECCION DE EMPRESAS | 1G - Grado | 2.0 | Estudios | I SALERNO01 - UNIVERSITA' DEGLI STUDI DI SALERNO | 8.0 | 09 - Septiembre | 60.0 | 1040.00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | S | IT | N | N | NaN | NaN | NaN | IT - Italy | IT - Italy | 1 |
| 8 | 1521 | 2009/2010 | 03f5ade3d0d558cc3c65c9e8f0cd1a26a4f0b0bfd062d521cf45d63e2b72943718aa6d0837ef752af0b35673d5406ab5a91be2fb51c6e343cae740d7fe283433 | 22 | H | ES | 34 - Administración de empresas | LICENCIADO EN ADMINISTRACION Y DIRECCION DE EMPRESAS | 1L - Licenciatura | 1.0 | Estudios | PL LODZ15 - WYZSZA SZKOLA STUDIÓW MIÊDZYNARODOWYCH | 9.0 | 09 - Septiembre | 60.0 | 1245.60 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | EN | N | N | NaN | NaN | NaN | PL - Poland | PL - Poland | 1 |
| 9 | 1455 | 2009/2010 | 0b3b0f798f74b059cfe442ad5984b27e5d4f5090040990cb45989e513073857062f10cc204490160ecaa59ce3423e98e618ac78e53c84416e685f7d6ad10d11a | 19 | H | ES | 38 - Derecho | LICENCIADO EN DERECHO | 1L - Licenciatura | 2.0 | Estudios | CZ PRAHA07 - UNIVERZITA KARLOVA V PRAZE | 10.0 | 09 - Septiembre | 60.0 | 1384.00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | EN | N | N | NaN | NaN | NaN | CZ - Czech Republic | CZ - Czech Republic | 1 |
Last rows
| id | curso | dni | edad | sexo | nacionalidad | area_estudio | titulacion | nivel_estudio | anos_estudio_previo_erasmus | tipo_movilidad | institucion_acogida | estudios_duracion_meses | estudios_comienzo_mes | estudios_num_creditos_ects | estudios_beca | practicas_pais | practicas_empresa | practicas_empresa_tam | practicas_empresa_tipo | practicas_duracion_meses | practicas_comienzo_mes | practicas_num_creditos_ects | practicas_beca | aprendizaje_idioma_anfitrion | idioma_de_formacion_recibida | participacion_previa_erasmus | cualificacion_obtenida_en_pais_acogida | eilc_sms_beca | eilc_smp_beca | eilc_sms_duracion | estudios_pais | pais_destino | total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 874 | 3201 | 2012/2013 | 49c1af17416d6bd6d10388dfaf2bf8e6f1829fd0faaa07704b1746b01f0d252400a7eb01d0b640df9634025df6be4a28b3947b99aa27031fe8602da7be710f82 | 23 | H | ES | 721 - Medicina | LICENCIADO EN MEDICINA | 1L - Licenciatura | 4.0 | Estudios | I BARI01 - UNIVERSITA' DEGLI STUDI DI BARI | 8.75 | 10 - Octubre | 60.0 | 1137.500 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | S | IT | N | N | NaN | NaN | NaN | IT - Italy | IT - Italy | 1 |
| 875 | 1977 | 2010/2011 | a79b8a07278c5dec28cc5a43a88e61ba7824412b7bac8cd31ae8294f411a186ddd141f020016c60e29ad7cd698ac847d46e55458f7b46061a463ecc150865a98 | 22 | H | ES | 481 - Informática | INGENIERO INFORMATICO | 1L - Licenciatura | 4.0 | Estudios | P COIMBRA01 - UNIVERSIDADE DE COIMBRA | 9.00 | 10 - Octubre | 60.0 | 1080.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | S | PT | N | N | NaN | NaN | NaN | PT - Portugal | PT - Portugal | 1 |
| 876 | 3108 | 2012/2013 | 6dfe9bae5632d2b043fe31902ec4bb79350cdcb2d573eea194d6121f5391ff8ddb7b3a8d61d5bf8c8ba31ec8abe466955fc2bb5771febdd31292e26bc3973493 | 19 | M | ES | 143 - Formación para maestros de preescolar | GRADUADO O GRADUADA EN EDUCACION INFANTIL | 1G - Grado | 2.0 | Estudios | SF KUOPIO12 - ITÄ-SUOMEN YLIOPISTO | 9.00 | 09 - Septiembre | 60.0 | 1170.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | EN | N | N | NaN | NaN | NaN | FI - Finland | FI - Finland | 1 |
| 877 | 860 | 2007/2008 | 99fa7563c78344843308e08ddb8a4006e6877488398557bd923ec1e3f02f004c73070adbf1f897b39d72756e7b2ce555d0ba022e88e3a197221ec83aa7cd4215 | 22 | M | ES | 04.0 - Ciencias empresariales | DIPLOMADO EN CIENCIAS EMPRESARIALES | F | 3.0 | Estudios | P AVEIRO01 - UNIVERSIDADE DE AVEIRO | 9.00 | 10 - Octubre | 60.0 | 1423.296 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | S | PT | N | N | NaN | NaN | NaN | PT - Portugal | PT - Portugal | 1 |
| 878 | 2073 | 2010/2011 | 0a39de2f27749245c7886720a30342fdad00d6dd38eef0a333ceecac4ed78de08076f73c198716396e7be4ee774dcd5d7a2d53f38393691f2cc0dbf96c472b86 | 23 | H | ES | 34 - Administración de empresas | GRADUADO O GRADUADA EN ADMINISTRACION Y DIRECCION DE EMPRESAS | 1G - Grado | 3.0 | Estudios | LT VILNIUS01 - VILNIAUS UNIVERSITETAS | 10.00 | 09 - Septiembre | 60.0 | 1200.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | EN | N | N | NaN | NaN | NaN | LT - Lithuania | LT - Lithuania | 1 |
| 879 | 2893 | 2011/2012 | 079914bcb214c452193cda9632a5f73ac388776984d510375672f5cf20612c105af746ea37123fa7601b8f05ae8eb1e7a7136e1a3b80c7d5845799cc1d6b2bee | 19 | H | ES | 640 - Veterinaria | LICENCIADO EN VETERINARIA | 1L - Licenciatura | 6.0 | Estudios | RO CLUJNAP04 - UNIVERSITATEA DE STIINTE AGRICOLE SI MEDICINA VETERINARA DIN CLUJ-NAPOCA | 9.00 | 10 - Octubre | 60.0 | 999.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | EN | N | O | NaN | NaN | NaN | RO - Romania | RO - Romania | 1 |
| 880 | 3093 | 2012/2013 | 079f249645b13e745cecfb0f0c66c6393f9c5054dc650ea3a51eb693a5a46c5057b8d5a3a5d85905d54cb5f51e67c78eb2376c737998dd6fa0b96ca11d9452ed | 19 | H | ES | 34 - Administración de empresas | GRADUADO O GRADUADA EN ADMINISTRACION Y DIRECCION DE EMPRESAS | 1G - Grado | 2.0 | Estudios | SF TURKU05 - TURUN AMMATTIKORKEAKOULU - ÅBO YRKESHÖGSKOLA | 8.25 | 09 - Septiembre | 60.0 | 1072.500 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | EN | N | N | NaN | NaN | NaN | FI - Finland | FI - Finland | 1 |
| 881 | 2053 | 2010/2011 | 5e78877fce981f9f289503295e009c457adcf4dfe10dd8d19ab4dfa0e4758bda536776b599b06fe57129d99281950361da63b329545a83e84b7f8ae4ee354993 | 22 | H | ES | 721 - Medicina | LICENCIADO EN MEDICINA | 1L - Licenciatura | 5.0 | Estudios | HU DEBRECE01 - DEBRECENI EGYETEM | 10.00 | 09 - Septiembre | 60.0 | 1200.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | N | EN | N | N | NaN | NaN | NaN | HU - Hungary | HU - Hungary | 1 |
| 882 | 2920 | 2011/2012 | c2db7ad0e5a2f656fb873a8294d541f7c3e8b5f26f488d2ea782e04aa2f48d2eb85af4fa547620aa0804e2a98908e1f246f08defb4349f735a347c69a698e987 | 19 | M | ES | 1 - Educación | GRADUADO O GRADUADA EN EDUCACION PRIMARIA | 1G - Grado | 2.0 | Estudios | P PORTO02 - Universidade do Porto | 9.00 | 09 - Septiembre | 60.0 | 999.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | S | PT | N | O | NaN | NaN | NaN | PT - Portugal | PT - Portugal | 1 |
| 883 | 1925 | 2010/2011 | f63b0fa5a9333e3a72036c11d4c75c5b937197d41edfd290747041d735869dd87af73c3453c52532cfbc8a15ae12b3cdba0c10ba5662b117c12141b41e5112e3 | 20 | M | ES | 1 - Educación | MAESTRO ESP. EDUCACION MUSICAL | 1D - Diplomatura | 3.0 | Estudios | D MARBURG01 - PHILIPPS-UNIVERSITAET MARBURG | 10.00 | 09 - Septiembre | 60.0 | 1200.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | S | DE | N | N | NaN | NaN | NaN | DE - Germany | DE - Germany | 1 |